ProtocolShield

Web App

B2b

ScoreSteady

WedgeWin pilot projects at CROs and core facilities by offering private, auditable bench-annotation feeds that integrate directly into LIMS and SOP review processes.

Core ValueCut failed runs and batch losses with a private, verified protocol intelligence feed for operations teams.

Whomoperations leads at CROs and medium-to-large biotech R&D labs

Why NowCROs face margin pressure and reproducibility scrutiny; maturity of LIMS APIs and secure cloud infra makes integration and enterprise deployments feasible now.

The Pitch

Idea Description

Enterprise-grade dark-data feed tailored to CROs, core facilities and biotech R&D managers to avoid wasted runs and failed batches. Teams get private, auditable streams of lab-verified protocol failures, conditional fixes, and SLA-backed alerts integrated into LIMS and SOP systems. Offered as a white-label enterprise SaaS with onboarding, verification, and compliance controls that reduce operational downtime. Revenue from multi-seat subscriptions, premium verification services, and compliance integrations.

The Edge

Differentiator

Private, auditable dark-data stream plus verification SLAs and direct LIMS integrations—hard to replicate without enterprise trust and integration work.

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Topic

DarkBench is a consumer app for scientists to crowdsource "dark data"—the countless failed experiments and unwritten protocol tweaks never published in journals. Using a voice-first "dirty gloves" interface, researchers can verbally log protocol errors or hidden tricks directly at the lab bench. Before starting an experiment, users scan a paper's DOI to instantly see these crowdsourced warnings. This prevents thousands of scientists from blindly repeating the exact same costly mistakes.

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